Causation and explanation in the social science
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Causation and explanation in the social science
Causality is the relationship between an event (the cause) and a second event (the
effect), where the second event is a consequence of the first
X caused Y
permits to: - Explain events
- Predict
- Take actions in order to modify the future
Three questions connected to the issue of causality:
1. Psychological and Linguistic
What do we mean with causality?
2. Ontological
What is causality?
3. Epistemological
How do we discover when causality is operative?
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Causation and explanation in the social science
Four approaches to causality:
1. Neo Humean
Constant association of causes and effects
2. Counterfactual
No effect if the cause is absent in the most similar world
3. Experimental
An effect after the cause is manipulated
4. Mechanism
Activities and processes linking causes and effects
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Causation and explanation in the social science
Eg. Democratic peace theory
http://www.hawaii.edu/powerkills/DP.BACKSID
E.V.16.JPG
http://en.wikipedia.org/wiki/User:Pfafrich/De
mocratic_peace_theory
http://www.stanford.edu/~tomz/working/Tom
zWeeks-2010-09.pdf
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Causation and explanation in the social science
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Causation and explanation in the social science
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Causation and explanation in the social science
Counterfactuals
http://en.wikipedia.org/wiki/United_States_pr
esidential_election,_2000
http://en.wikipedia.org/wiki/United_States_pr
esidential_election,_2000_(detail)
http://arts.bev.net/roperldavid/politics/fl2000.
htm
http://en.wikipedia.org/wiki/File:Butterfly_Vot
ers_View.jpg
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Causation and explanation in the social science
Psychological and linguistic analysis
•1700: cause as a “hook” tying effect to cause
•Hume: Contiguity (time and place) and Precedence
Causation = Association
... B. Russel; K. Pearson More than association:
lawlike statement;
manipulability
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Causation and explanation in the social science
Ontological questions
•What are these “things” – causes
and effects – linked by causation?
•The nature of causal relationship
•Is it deterministic or probabilistic?
Epistemological questions
How can we figure out that X really
cause Y?
How to rule out all the possible
alternative explanations?
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Causation and explanation in the social science
Humean approach to causation
Sufficiency
Necessity
INUS: A cause is an INSUFFICIENT but NECESSARY part of a condition
which is itself UNNECESSARY but SUFFICIENT for the effect
Lessons 1, 2, 3
Shortcomings 1, 2, 3
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Causation and explanation in the social science
Counterfactual approach
a. If X were to occur, then Y would occur
b. If X were not to occur, then Y would not occur either
Pros:
-Specific causes not universal association
- Efficacy of the cause
Cons:
-How can you evaluate the truth of the couterfactual statement?
(the closest possible world)
http://www.socpol.unimi.it/corsi/compol/mat
erials/Palm%20beach.pdf
-Observational simmetry
- Common cause
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Causation and explanation in the social science
Experimental approach
An Agent is resposible for the manipulation
Pros
Avoids most of the methodological problems
Cons
Crashes against some ontological problems
Pre-emption
The mechanism approach
Explanation
Definition
Avoids some of the problems of the experimental approach
Generalization?
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